Automotive operations automation

Foodpairing (Belgium) uses Gemini Enterprise Agent Platform and Gemini with BigQuery, Cloud Run, Cloud Storage, Cloud SQL, Firebase, and Google Kubernetes Engine to predict consumer tastes.The company digitizes lab measurements for 100 products per day, streams them into Cloud Storage and BigQuery, and uses roughly 200,000 digital twins plus Gemini-powered agents to simulate reactions to new flavors and packaging.The article claims more than 75% correlation with real consumer panels and says the briefing-to-formulation cycle dropped from 18 months to days.

FoodpairingConsumer & Food

Simplex AI is an AI technology company behind Lev8, an intelligent work assistant for professionals and fast-growing businesses such as sales teams, recruiters, founders, and investors.Lev8 helps users identify high-value prospects by turning the open web into a real-time intelligence engine for discovering decision-makers, key talent, and strategic partners.

Simplex AITech & Comms

MAX Security and AWS partner BigData Boutique built SCOUT AI to help analysts query MAX Security’s proprietary intelligence archive in natural language and generate decision-ready briefings faster.The solution uses Amazon Bedrock, Amazon OpenSearch Service, AWS Lambda, Amazon ECS, and Amazon CloudWatch, plus custom chunking and embeddings for semantic retrieval across archived intelligence.SCOUT AI also generates real-time summaries, maps, and visualizations to support threat analysis and broader access to vetted intelligence.

MAX SecurityOther

Novus Hi-Tech enhanced FleetGPT to improve fleet safety operations as its deployments expanded.The system assesses unsafe events in context, determines next-best actions, automates routine follow-up, and escalates higher-risk cases while human teams remain the validation layer.Amazon Bedrock powers the reasoning layer across video, telemetry, and driver-behavior data; AWS IoT Core, Amazon Kinesis Video Streams, Amazon S3, and AWS Step Functions support ingestion, storage, and workflow orchestration.

Novus Hi-TechAutomotive

Aily Labs built a mobile-first decision intelligence platform for enterprise users across pharmaceutical, retail, consumer goods, and other sectors.The platform’s AI brain coordinates hundreds of classical ML models, LLMs, and thousands of enterprise agents orchestrated by a Super Agent to surface insights and actions in real time.Aily Labs uses AWS infrastructure including Amazon Bedrock, Amazon EKS, Amazon S3, Amazon RDS, AWS KMS, and AWS security/auditing services, and uses Bedrock Prompt Caching to reduce recomputation and latency.

Aily LabsOther

Druva built DruAI, an agentic AI solution to help customers complete cyber investigations and recovery workflows.The solution uses a multi-agent system on AWS with AgentCore Memory, AgentCore Code Interpreter, Amazon Bedrock access to Claude models, voice capabilities with Amazon Nova Sonic, and Bedrock Guardrails.In production, DruAI coordinates 8 to 10 specialized agents across investigation, help, and recovery workflows.

DruvaTech & Comms

Matrix Labs (Canada) builds an agentic Web3 onboarding platform to help first-time users with wallet setup, blockchain interactions, and navigating decentralized protocols.The company built WORLD3, an AI-powered platform on AWS that uses intelligent AI agents to handle blockchain-specific tasks through natural language commands.The platform also uses Stable Diffusion on Amazon Bedrock for NFT avatar generation and AWS backend services for authentication and scaling.

Matrix LabsTech & Comms

Worldbox is a Swiss business intelligence company with a database of more than 400 million businesses worldwide.It partnered with AllCloud to design a secure, two-tiered data distribution model on AWS Marketplace that lets customers search, discover, and purchase data using agentic AI tools.The solution adapts Worldbox’s existing API interface to agentic AI workflows through a Model Context Protocol (MCP) server.

WorldboxFinance

OPLOG, a technology-driven fulfillment company, built a production-ready business intelligence system using AI agents deployed on Amazon Bedrock AgentCore.The solution processes business transactions autonomously across sales pipeline management, data quality enforcement, and prospect research, integrating HubSpot, Microsoft Teams, Amazon S3, and Amazon Bedrock Knowledge Bases.

OPLOGLogistics

Ryanair uses AWS to improve employee and customer experiences and support business growth across its airline operations.The article highlights an employee app built with Amazon Bedrock and customer service workflows using Amazon Connect.

RyanairLogistics